Sentiment analysis in e-commerce platforms: A review of current techniques and future directions

H Huang, AA Zavareh, MB Mustafa - IEEE Access, 2023 - ieeexplore.ieee.org
Sentiment analysis (SA), also referred to as opinion mining, has become a widely used real-
world application of natural language processing in recent times. Its main goal is to identify …

[HTML][HTML] Sentiment Analysis on E-Commerce Product Reviews Using Machine Learning and Deep Learning Algorithms: A Bibliometric Analysisand Systematic …

A Daza, NDG Rueda, MSA Sánchez… - International Journal of …, 2024 - Elsevier
The success of every company is based on the service provided to customers, so it is
essential to know the perception of buyers in relation to specific products, this allows the …

Attention-based RU-BiLSTM sentiment analysis model for roman Urdu

BA Chandio, AS Imran, M Bakhtyar, SM Daudpota… - Applied Sciences, 2022 - mdpi.com
Deep neural networks have emerged as a leading approach towards handling many natural
language processing (NLP) tasks. Deep networks initially conquered the problems of …

[HTML][HTML] Roman Urdu sentiment analysis using transfer learning

D Li, K Ahmed, Z Zheng, SAH Mohsan, MH Alsharif… - Applied Sciences, 2022 - mdpi.com
Numerous studies have been conducted to meet the growing need for analytic tools capable
of processing increasing amounts of textual data available online, and sentiment analysis …

Bert-based sentiment analysis for low-resourced languages: A case study of urdu language

MR Ashraf, Y Jana, Q Umer, MA Jaffar, S Chung… - IEEE …, 2023 - ieeexplore.ieee.org
Sentiment analysis holds significant importance in research projects by providing valuable
insights into public opinions. However, the majority of sentiment analysis studies focus on …

Sentiment analysis on roman urdu students' feedback using enhanced word embedding technique

SHH Huspi, Z Ali - Baghdad Science Journal, 2024 - bsj.uobaghdad.edu.iq
Students' feedback is crucial for educational institutions to assess the performance of their
teachers, most opinions are expressed in their native language, especially for people in …

[PDF][PDF] RUSAS: Roman Urdu Sentiment Analysis System.

K Jawad, M Ahmad, M Alvi, MB Alvi - Computers, Materials & …, 2024 - researchgate.net
Sentiment analysis, the meta field of Natural Language Processing (NLP), attempts to
analyze and identify the sentiments in the opinionated text data. People share their …

The enrichment of MVSA twitter data via caption-generated label using sentiment analysis

DJ Mohammed, HJ Aleqabie - 2022 Iraqi international …, 2022 - ieeexplore.ieee.org
Due to the widespread use of Twitter data and the diversity of scientific research, it is a
goldmine of data. Besides the emergence of new areas, including visual sentiment analysis …

[HTML][HTML] A dataset of Roman Urdu text with spelling variations for sentence level sentiment analysis

MA Soomro, RN Memon, AA Chandio, M Leghari… - Data in Brief, 2024 - Elsevier
Roman Urdu text is very widespread on many websites. People mostly prefer to give their
social comments or product reviews in Roman Urdu, and Roman Urdu is counted as non …

A hybrid dependency-based approach for Urdu sentiment analysis

U Sehar, S Kanwal, NI Allheeib, S Almari, F Khan… - Scientific Reports, 2023 - nature.com
In the digital age, social media has emerged as a significant platform, generating a vast
amount of raw data daily. This data reflects the opinions of individuals from diverse …